Transport route Inspection System using Modern Technologies.

₹12500-37500 INR

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nesten 2 år siden

₹12500-37500 INR

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A device with a software system to be developed to inspect the transport route (road/rail) using modern technologies. The system/device that is to be devised should be capable of • Physical separation (fracture) or crack in the road / rails / track • Kink or misalignment or a dip in the road / track • Subsidence in road / track due to uneven settlement/subsidence in the embankment • Missing road furnitures / track fittings (viz., Items like fishplates, fish-bolts, elastic rail clips (ERC), liners etc.), broken Sleepers, defective weld joints etc. • Inspection of roadbed / track features such as Points and Crossings, Switch Expansion Joints, Glued joints and abnormalities to be detected. • Track Obstructions due to Boulders, stones, Road vehicles on or near the track due to infringement on the track • Submergence, Water accumulation & stagnation of water near the roadbed / track • Inspection of condition of Height gauges on the level crossings. Any damage to the girder of the height gauge, to be detected • Cattle carcass, Dead body on roadbed / track Automated System should be capable of inspecting & generating : • Alert messages to Vehicle drivers / Loco crew to Stop the Vehicle / train. Subsequently, based on the driver / Loco Pilots judgment and severity of defect, the vehicle / train may be passed at reduced speeds. • Transmitting Alert messages for imposing caution on the road / tracks. • Immediate reporting of unsafe track conditions to the nearest road traffic controller / station master, track maintainers. Preferred Solutions • Use of modern means like LIDARs, modern aerial photographic means, DRONES or any Vehicle / Train Mounted systems for inspection and data capture / data analysis / data transmission / report generation etc. • Leveraging technological advancement in LIDAR, Image processing and Artificial Intelligence & Machine Learning. • Cost-effective and innovative solution including advanced diagnostics for daily monitoring of road / track condition. • Actionable outputs from the system for real time decision-making in Vehicle / Train Operations.

Artificial Intelligence

Machine Learning (ML)

Drone Photography

Image Processing

Data Processing

Prosjekt-ID: 34028968

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Aktiv 2 år siden

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5 frilansere byr i gjennomsnitt ₹67 500 INR for denne jobben

@sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.

₹250 000 INR om 7 dager

4,9

(23 omtaler)

5,9

@KolaPeters

I have thoroughly gone through your project description, I'm an expert and I can help you. Kindly send me a message I'm a senior engineer with rich experience in Python, C Programming, Machine Learning (ML), Software Development, NLP. I am a Python developer with 5+ years of experience Skills: PyQt, PySide/PyQt,Scrapy, BeautifulSoup Java, C++, C#, SQL, 4, Pillow, Matplotlib, Xml, PHP, Django json, and csv modules. Expert in statistical analysis of datasets/images and apply ML/DL algorithm with python (Tensorflow, Keras,Pytorch) and R. I am interested in taking up this task for you and I hope I could awake your interest in me. Please kindly send me a message in chat window for more about the project and to adjust price, note price quoted in bid is not the final price, it can be less or more after discussing the project. I am always online, work hard and very sensitive to details. I hope to read from you in chat box. Best regards

₹25 000 INR om 8 dager

4,8

(7 omtaler)

4,2

@AbhishekVid

We are talking about EDGE DEVICES here, first challenge would be that importing the edge device with such capabilities that you are referring above, are coming from abroad [ which is an issue as of now]. Coming to solutions for problems : 1-Lidars capable of outdoor capturing of data come between [8 lacs/unit to 20 lacs] as per my experience with Neuvition lidars and from Intel Realsense L515[ for indoors]. 2- Some issues with all technology devices you have mentioned above, Lidars would give you lot of noise. 2- Lidar data is extremely heavy and needs good gpu for inference,[plus point in Lidar is it can work in pitch dark situations, fog , etc] 3- Camera based solutions will have inherent issues of bad pixels, blurred input images, and of course we would need lots of training images to make algorithm work, last is accuracy so a false detection is a big probability. Overall project is huge in scope both in terms of cost and time, and has many aspects of common sense/engineering and physics which all need to sync together to deliver something credible. Check my profile for Heavy Duty ML work , I have done so far , if you like we can discuss ahead.

₹12 500 INR om 180 dager

5,0

(3 omtaler)

3,4

@Pythonprotask

Hi. I am a data scientist. I am very familiar to Deep learning apis such as Tensorflow and fastai, mxnet. I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building Image Processing, Speech Recognition and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. I usual using many technique and library, frameworks such as tensorflow, tesseract, machine learning such as CNN, DNN, FCRN, SVN etc. and I am generally not attached to programming language in working.(r programming, pytorch ,opencv, nlp, computer vision,Linux, Python, , ....) Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same. Projects I have done so far as a Freelancer : ● Object Detection ● Face Recognition ● Image Classification using Transfer Learning ● Reverse Image Search Engine ● Recommendation system for dating android app ● Google Scholar website scrapping through R programming ● vehicle detection, counting, classification in real time cctv camera

₹25 000 INR om 7 dager

0,0

(0 omtaler)

0,0

@rushabhgandhi

Hello, Greetings for the day from Samyak Infotech! Samyak is launching its Route Optimization Solution which will help you in getting the most optimized sequences for your pick-ups, deliveries, pick-ups and assignments. It will enable you to supercharge resource utilization and deliver on customer promises at lower logistics costs. It is completely designed to solve for modern enterprise needs and use cases. It simplifies complex route planning and increases performance, productivity and profitability. It also comes in form of API which can be easily integrated with your existing logistics software. Let me know if you bandwidth sometime for the discussion about Route Optimization Service. Regards, Rushabh

₹25 000 INR om 7 dager